BeagleBone AI supercharges machine learning and computer vision on Raspberry Pi-style board

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Unveiled this week, the single-board pc homes 4 devoted chips initially designed to assist self-driving vehicles “see” the world round them.

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The newly revealed BeagleBone AI is a board geared toward builders focused on experimenting with machine-learning and pc imaginative and prescient.

Unveiled this week, the pc homes 4 devoted chips initially designed to assist self-driving vehicles “see” the world round them.

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Picture: BeagleBoard.org Basis

The board’s Texas Devices (TI) Embedded Imaginative and prescient Engine (EVE) chips provide as much as 8x the efficiency per watt when working calculations for computer-vision fashions in comparison with working on an Arm Cortex A15-based CPU. This optimized is accessible to builders by way of the TI Deep Studying OpenCL (Open Computing Language) API.

Mixed with the board’s two TI C66x digital-signal-processor (DSP) cores, the BeagleBoard.org Basis say the BeagleBone AI board will be capable to automate duties in industrial, business and residential settings.

It has been potential to experiment with working educated machine-learning fashions on low-cost, single-board computer systems just like the Raspberry Pi for some time, though getting good outcomes typically requires investing in further . Google gives its Synthetic Intelligence Your self kits for finishing up speech and picture recognition on the Pi and is readying a USB stick that may turbo cost the Pi’s machine-learning capabilities.

SEE: Raspberry Pi: The within story of the $35 pc

Premium boards have additionally began delivery with customized chips for working educated machine-learning fashions, such because the HiKey 960 with its devoted Neural Processing Unit.

The BeagleBoard.org Basis pitch the BeagleBone AI as falling someplace between a low-cost single-board pc just like the Pi and extra highly effective industrial computer systems.

Whereas there is not any worth or launch date but for the board, the BeagleBoard X15, which gives comparable specs, sells for about €240 or $300.

The BeagleBone AI is predicated round a TI AM5729 SoC, which gives a dual-core Arm Cortex A15-based CPU, paired with a dual-core Arm Cortex M4 CPUs that function an image-processing unit. Additionally included is a dual-core PowerVR SGX544 3D GPU, Vivante GC320 Core 2D accelerator, 1GB of DDR3 RAM, 16GB on-board eMMC flash with a high-speed interface, Gigabit Ethernet, “high-speed” Wi-Fi, one USB Sort-A port, and USB Sort-C port for energy.

It additionally gives 4 Programmable Realtime Unit cores and has mechanical and header compatibility with the BeagleBone Black.

Learn extra about single-board computer systems

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